Design of Observational Studies

Lingua: inglese

Editore: Springer, Springer Jul 2020, 2020

3030464040 / 9783030464042

Serie: Libro 154 di 160 - Springer Series in Statistics

Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000

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This item is printed on demand - Print on Demand Titel. Neuware -This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies. An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design.Design of Observational Studies is organized into five parts. Chapters 2, 3, and 5 of Part I cover concisely many of the ideas discussed in Rosenbaum's Observational Studies (also published by Springer) but in a less technical fashion. Part II discusses the practical aspects of using propensity scores and other tools to create a matched comparison that balances many covariates, and includes an updated chapter on matching in R. In Part III, the concept of design sensitivity is used to appraise the relative ability of competing designs to distinguish treatment effects from biases due to unmeasured covariates. Part IV is new to this edition; it discusses evidence factors and the computerized construction of more than one comparison group. Part V discusses planning the analysis of an observational study, with particular reference to Sir Ronald Fisher's striking advice for observational studies: 'make your theories elaborate.'This new edition features updated exploration of causal influence, with four new chapters, a new R package DOS2 designed as a companion for the book, and discussion of several of the latest matching packages for R. In particular, DOS2 allows readers to reproduce many analyses from Design of Observational Studies.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 576 pp. Englisch.

Codice articolo 9783030464042

Titolo
Design of Observational Studies
Autore
Paul R. Rosenbaum
Editore
Springer, Springer Jul 2020
Anno di pubblicazione
2020
Condizione
Neu
Rilegatura
Buch
Lingua
inglese
ISBN 10
3030464040
ISBN 13
9783030464042
Edizione
seconda edizione
Peso dell'articolo
1021 grammi
Dimensioni
241x160x37 mm
Serie
Libro 154 di 160: Springer Series in Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germania

Venditore con 5 stelle

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